Siva Theja Maguluri
Title
Cited by
Cited by
Year
Stochastic models of load balancing and scheduling in cloud computing clusters
ST Maguluri, R Srikant, L Ying
2012 Proceedings IEEE Infocom, 702-710, 2012
3712012
Scheduling jobs with unknown duration in clouds
ST Maguluri, R Srikant
IEEE/ACM Transactions On Networking 22 (6), 1938-1951, 2013
1082013
Heavy traffic optimal resource allocation algorithms for cloud computing clusters
ST Maguluri, R Srikant, L Ying
Performance Evaluation 81, 20-39, 2014
1022014
Heavy traffic queue length behavior in a switch under the MaxWeight algorithm
ST Maguluri, R Srikant
Stochastic Systems 6 (1), 211-250, 2016
65*2016
Finite-time analysis of distributed TD (0) with linear function approximation on multi-agent reinforcement learning
T Doan, S Maguluri, J Romberg
International Conference on Machine Learning, 1626-1635, 2019
532019
Performance of Q-learning with Linear Function Approximation: Stability and Finite-Time Analysis
Z Chen, S Zhang, T Doan, ST Maguluri, JP Clarke
arXiv preprint arXiv:1905.11425, 2019
41*2019
Optimal heavy-traffic queue length scaling in an incompletely saturated switch
ST Maguluri, SK Burle, R Srikant
Proceedings of the 2016 ACM SIGMETRICS International Conference on …, 2016
312016
Heavy-traffic insensitive bounds for weighted proportionally fair bandwidth sharing policies
W Wang, ST Maguluri, R Srikant, L Ying
arXiv preprint arXiv:1808.02120, 2018
28*2018
Finite-Time Performance of Distributed Temporal-Difference Learning with Linear Function Approximation
TT Doan, ST Maguluri, J Romberg
SIAM Journal on Mathematics of Data Science 3 (1), 298-320, 2021
242021
Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes
Z Chen, ST Maguluri, S Shakkottai, K Shanmugam
arXiv preprint arXiv:2002.00874, 2020
22*2020
Fast convergence rates of distributed subgradient methods with adaptive quantization
TT Doan, ST Maguluri, J Romberg
IEEE Transactions on Automatic Control 66 (5), 2191-2205, 2020
162020
Heavy traffic queue length behavior in switches with reconfiguration delay
CH Wang, ST Maguluri, T Javidi
IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017
152017
The Stability of Longest-Queue-First Scheduling With Variable Packet Sizes
ST Maguluri, B Hajek, R Srikant
Automatic Control, IEEE Transactions on 59 (8), 2295 - 2300, 2014
132014
Accelerating the convergence rates of distributed subgradient methods with adaptive quantization
TT Doan, ST Maguluri, J Romberg
arXiv preprint arXiv:1810.13245, 2018
112018
Distributed stochastic approximation for solving network optimization problems under random quantization
TT Doan, ST Maguluri, J Romberg
arXiv preprint arXiv:1810.11568, 2018
102018
Transform methods for heavy-traffic analysis
D Hurtado-Lange, ST Maguluri
Stochastic Systems 10 (4), 275-309, 2020
92020
Convergence rates of distributed td (0) with linear function approximation for multi-agent reinforcement learning
TT Doan, ST Maguluri, J Romberg
arXiv preprint arXiv:1902.07393, 2019
92019
A Lyapunov theory for finite-sample guarantees of asynchronous Q-learning and TD-learning variants
Z Chen, ST Maguluri, S Shakkottai, K Shanmugam
arXiv preprint arXiv:2102.01567, 2021
82021
Convergence rates of distributed gradient methods under random quantization: A stochastic approximation approach
TT Doan, ST Maguluri, J Romberg
IEEE Transactions on Automatic Control, 2020
82020
Finite Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm
S Khodadadian, TT Doan, ST Maguluri, J Romberg
arXiv preprint arXiv:2101.10506, 2021
72021
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